WE6.V4.2

Swin transformers make strong contextual encoders for VHR image road extraction

Tao Chen, Daguang Jiang, Ruirui Li, Beijing University of Chemical Technology, China

Session:
Road Detection and Analysis Multimedia Virtual

Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

Location:
Virtual Room 4

Presentation Time:
Wed, 20 Jul, 21:35 - 22:45 Malaysia Time (UTC +8)
Wed, 20 Jul, 15:35 - 16:45 Central European Time (UTC +1)
Wed, 20 Jul, 13:35 - 14:45 UTC
Wed, 20 Jul, 09:35 - 10:45 Eastern Time (UTC -5)

Session Chair:
Xiangrong Zhang, Xidian University
Session Manager:
Jia Lin Lam
Presentation
Discussion
Resources
No resources available.
Session WE6.V4
WE6.V4.1: A GRAPH-BASED DUAL CONVOLUTIONAL NETWORK FOR AUTOMATIC ROAD EXTRACTION FROM HIGH RESOLUTION REMOTE SENSING IMAGES
Fumin Cui, Ruyi Feng, Lizhe Wang, China University Of Geosciences, China; Yichang Shi, Sun Yat-Sen University, China; Tieyong Zeng, Chinese University of Hong Kong, China
WE6.V4.2: Swin transformers make strong contextual encoders for VHR image road extraction
Tao Chen, Daguang Jiang, Ruirui Li, Beijing University of Chemical Technology, China
WE6.V4.3: ENHANCE ESSENTIAL FEATURES FOR ROAD EXTRACTION FROM REMOTE SENSING IMAGES
Yifan Zao, Hao Chen, Liqin Liu, Zhenwei Shi, Beihang University, China
WE6.V4.4: SEMANTIC-AWARE CONTEXT MODELING FOR ROAD EXTRACTION IN REMOTE SENSING IMAGES
Fei Cao, Xiangrong Zhang, Xiaoqian Zhu, Peng Zhu, Xu Tang, Li Gao, Licheng Jiao, Xidian University, China
WE6.V4.5: IMAGE SEGMENTATION USING DEEP LEARNING FOR MINING ROAD WIDTH AND SLOPE ALERTING IN BERAU, EAST KALIMANTAN, INDONESIA
Lucas Elbert Suryana, Eufrasia Bianca Amaryllis Diatmiko, Yoga Abdilah, Esri Indonesia, Indonesia; Muhammad Farid Rahman, Berau Coal, Indonesia
WE6.V4.6: GRE AND BEYOND: A GLOBAL ROAD EXTRACTION DATASET
Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, Dingyuan Chen, Wuhan university, China
WE6.V4.7: AN EDGE-CONSTRAINED AND FEATURE-ADAPTED DUAL-BRANCH TRANSFORMER FOR ROAD EXTRACTION
Lizeng Wang, Qiqi Zhu, Yanan Zhang, Qingfeng Guan, China University of Geosciences, wuhan, China
WE6.V4.8: FE-LINKNET: ENHANCED D-LINKNET WITH ATTENTION AND DENSE CONNECTION FOR ROAD EXTRACTION IN HIGH-RESOLUTION REMOTE SENSING IMAGES
Qi Wang, Haiwei Bai, Jian Cheng, University of Electronic Science and Technology of China, Chengdu, P.R.China, China; Changtao He, Sichuan Jiuzhou Eletric Group Co., Ltd, Mianyang, P.R.China, China
WE6.V4.9: SATELLITE IMAGE DATABASE CREATION FOR ROAD QUALITY MEASUREMENT OF NATIONAL HIGHWAYS OF BANGLADESH
Kazi A Kalpoma, G. M. Rezwan Kabir Robin, Jannatul Ferdaus, Md. Masudur Rahaman Mitul, Arni Rahman, Ahsanullah University of Science and Technology (AUST), Bangladesh